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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@renschni
renschni / Manus_report.md
Last active May 4, 2026 19:09
In-depth technical investigation into the Manus AI agent, focusing on its architecture, tool orchestration, and autonomous capabilities.

I wrote an in-depth research prompt to conduct a GPT-Deep-Research on the Manus topic, seeking to replicate it with currently available open source tools. This is the result:

TLDR: Manus AI Agent Report

Manus is an autonomous AI agent built as a wrapper around foundation models (primarily Claude 3.5/3.7 and Alibaba's Qwen). It operates in a cloud-based virtual computing environment with full access to tools like web browsers, shell commands, and code execution. The system's key innovation is using executable Python code as its action mechanism ("CodeAct" approach), allowing it to perform complex operations autonomously. The architecture consists of an iterative agent loop (analyze → plan → execute → observe), with specialized modules for planning, knowledge retrieval, and memory management. Manus uses file-based memory to track progress and store information across operations. The system can be replicated using open-source components including CodeActAgent (a fine-tuned Mistral model), Docker for sandbox

@AnatomicJC
AnatomicJC / android-backup-apk-and-datas.md
Last active May 4, 2026 19:08
Backup android app, data included, no root needed, with adb

Backup android app, data included, no root needed, with adb

Note: This gist may be outdated, thanks to all contributors in comments.

adb is the Android CLI tool with which you can interact with your android device, from your PC

You must enable developer mode (tap 7 times on the build version in parameters) and install adb on your PC.

Don't hesitate to read comments, there is useful tips, thanks guys for this !

@VV0JC13CH
VV0JC13CH / README.md
Last active May 4, 2026 19:04
How to install/launch PSI secure browser in Pop!_OS

How to install/launch PSI secure browser in popOs!

So you checked system requirements of Secure Browser before and assumed that you are fine with your Pop!_OS, because Ubuntu is supported. Wrong! Ubuntu has gnome-software. It allows to start an exam by pressing the dedicated button in the browser, while Pop!_Os! users have to unpack binary from .tar file and execute it manually. Probably right now you are in shock and have less than 30mins to start your exam. Cool down, below steps should work.

Launch PSI secure browser in Pop!_OS

  1. Initiate download by pressing "Launch" button on https://test-takers.psiexams.com/linux/manage/my-tests
  2. Download tar file with PSI secure browser binary.
  3. Open path with tar in terminal:
<#
Cleanup-windows-installer.ps1
http://www.bryanvine.com/2015/06/powershell-script-cleaning-up.html
Bryan Vine
6/22/2015
www.bryanvine.com
This script uses Heath Stewart's VB script to identify which files need to be saved and then removes everything else.
@RPG-fan
RPG-fan / psycopg3_logical_replication.py
Last active May 4, 2026 19:02
A production-ready implementation of PostgreSQL logical replication using psycopg3. Works around psycopg3's missing replication support by using a raw socket bridge.
"""
PostgreSQL Logical Replication for psycopg3
A production-ready implementation of PostgreSQL logical replication using psycopg3.
Works around psycopg3's missing replication support by using a raw socket bridge.
Author: Richard Brandes
Date: October 2025
License: MIT
@dantz
dantz / dashboard.yaml
Created May 2, 2026 07:51
Das Küchendashboard, wie es in meinem Video unter https://youtu.be/YBZ8nEqh4RU zu sehen ist.
kiosk_mode:
hide_header: true
hide_sidebar: true
views:
- type: sections
sections:
- type: grid
cards:
- type: conditional
conditions: